Combined Heuristics for Post-Processing of Boosting-Based Single-Face Detection System
Hendro Baskoro, Chang‐Su Kim · ITC-CSCC :International Technical Conference on Circuits Systems, Computers and Communications · 2007
We present a novel post-processing approach to reduce false positives while preserving the detection rate in a boosting-based single-face detection system. First, we develop several simple yet effective criteria to detect valid groups of multiple detections. Second, we combine those criteria using the majority vote scheme. Simulation results show that the proposed algorithm provides promising performances.